Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9492988 | 0.9898947 | 0.8809066 | 0.0434714 | 0.9582045 |
| bt | 0.7745415 | 0.7992323 | 0.9247897 | 0.1552787 | 0.4556101 |
| maxnet | 0.6245955 | 0.7537525 | 0.9872913 | 0.2134857 | 0.3882610 |
| gam | 0.7335491 | 0.7615714 | 0.9586848 | 0.1636149 | 0.4346412 |
| glm | 0.7087379 | 0.6953122 | 0.6308764 | 0.1801140 | 0.3775278 |